fertility desire text analysis
Scraped comments from bilibili videos and then conduct a text analysis on these comments. I selected one video that discusses why young adults in China had little motivation to have children. I hope to use text analysis to better understand the new ways young adults in China interpret childbearing and childrearing. I
- notebooks/: Jieba-Parser-LDA-word2vec.ipynb
- data/: comments_oid323836485.csv
- outputs/: not included yet
- Python version: Python 3.11.5
- Key dependencies: jieba, emoji, re, pandas, stanza
- Run notebooks in order:Jieba-Parser-LDA-word2vec.ipynb
- whether the sample is too small for text analysis
- augment database suggestions
- better analysis tools for the current sample
- better modeling / evaluation